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A Flexible Fuzzy Comprehensive Evaluation Method

机译:一种灵活的模糊综合评价方法

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摘要

The comprehensive evaluations of complex systems are worthy of study deeply, and the subjectivity and fuzziness of evaluation objects further increase complexity of the evaluation systems. To attain the final comprehensive evaluation result in increasing evaluation reliability, a flexible fuzzy comprehensive evaluation method is proposed, which is a top-down method for the multi-layer evaluation index system and uses the tunable fuzzy compound operators to attain the final evaluation result. At first, a rough evaluation plan is generated to reach the final goal. Then, the plan is decomposed to many sub-goals which are submitted to the next lower layer of the index hierarchy and the more refined evaluation plans to reach these sub-goals are determined. As the evaluation process moves from high layer to low layer, the information granularity to the comprehensive evaluation becomes finer. This process of successive refinement continues until the final evaluation result is obtained. If only possible, the evaluation work will be finished depending on the part of index hierarchy, and it is not necessary to do the calculations for all the indexes. Finally, the practical applications indicate the effectiveness of the proposed method.
机译:复杂系统的综合评价值得深入研究,评价对象的主观性和模糊性进一步提高了评估系统的复杂性。为了获得最终的综合评估结果,提出了一种灵活的模糊综合评估方法,这是多层评估指标系统的自上而下方法,并使用可调模糊化合物操作员获得最终评估结果。起初,生成粗略评估计划以达到最终目标。然后,该计划被分解给许多子目标,该子目标被提交给下一个下层的索引层次结构,并确定要达到这些子目标的更精细的评估计划。随着评估过程从高层移动到低层,综合评估的信息粒度变得更精细。连续改进过程持续到最终评估结果获得。如果只有可能,评估工作将根据索引层次结构的一部分完成,并且没有必要为所有索引进行计算。最后,实际应用表明所提出的方法的有效性。

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